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cs.LG2024★ 7 cited
Learning Molecular Representation in a Cell
Gang Liu, Srijit Seal, John Arevalo +4
Predicting drug efficacy and safety in vivo requires information on biological responses (e.g., cell morphology and gene expression) to small molecule perturbations. However, curre…
cs.LG2024
MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction
John Arevalo, Ellen Su, Anne E Carpenter +1
Drug-target interaction (DTI) prediction is crucial for identifying new therapeutics and detecting mechanisms of action. While structure-based methods accurately model physical int…